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Thoughts on AI,
search, and building

Updates from the RunoxAI team — product launches, engineering deep-dives, and research findings.

Featured
ProductMarch 15, 2025·8 min read

Introducing Neural Search 2.0: A New State of the Art

Today we are releasing Neural Search 2.0, our most significant model update yet. We achieved a 34% improvement in relevance accuracy on our internal benchmark suite.

A
Alex Rivera
CEO & Co-founder
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Engineering12 min read

Building Production RAG Systems: Lessons from 50K Developers

After analyzing thousands of RAG implementations built on RunoxAI, we distilled the most impactful patterns and anti-patterns for production systems.

J
Jordan Kim
March 8, 2025
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Research6 min read

Why LLMs Need Semantic Search (Not Keyword Search)

Keyword search was built for humans scanning results. LLMs need something fundamentally different — they need to retrieve by meaning. Here is why it matters.

P
Priya Mehta
February 28, 2025
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Product5 min read

Livecrawl: Always-Fresh Web Content for Your AI Apps

Cached search indexes can be days or weeks out of date. Livecrawl fetches pages in real-time so your AI always has the latest information.

M
Marcus Chen
February 14, 2025
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Engineering15 min read

How We Index 10 Billion Pages (and Keep Them Fresh)

A deep dive into the infrastructure powering RunoxAI web index. From crawling to embedding to serving results in under 200ms.

S
Sarah Williams
January 30, 2025
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Company4 min read

RunoxAI Raises Series A to Power the AI Search Revolution

We are thrilled to announce our $25M Series A round led by top-tier AI investors. This funding will accelerate our mission to make the web knowledge accessible to every AI application.

A
Alex Rivera
January 15, 2025
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